hand_dapg
by aravindr93
Repository to accompany RSS 2018 paper on dexterous hand manipulation
AI summary
Robotic control algorithm
Develops reinforcement learning-based control algorithms for complex robotic tasks like dexterous hand manipulation.
- stars
- 234
- forks
- 31
- watching
- 7
Similar projects
Found by comparing what the projects do, not just their names.
Robot controller software
Develops control algorithms for humanoid robots using Simulink-based whole-body controllers
Manipulation software
An implementation of a deep reinforcement learning method for robotic manipulation
Human-robot interaction system
This project enables humans to control robots using hand gestures by tracking skeletal points and translating them into robot movements or actions.
Reinforcement Learning algorithm
An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments.
Grasp detection algorithm
Research code for detecting robotic grasps using deep learning algorithms
Arm controller
Controls movement of a robotic arm with inverse kinematics
Robotics library
A C++ library and Python bindings for solving motion planning and decision making problems in robotics.
RL algorithm
An implementation of reinforcement learning algorithms for continuous control tasks using deep neural networks.
RL controller
Develops and tests a reinforcement learning-based control system for non-linear valve models using Deep Deterministic Policy-Gradient algorithm
Robotics datasets
A collection of robotics datasets and simulated environments for training reinforcement learning algorithms on real robot hardware
Robotic Arm Library
Provides ROS messages and tools for controlling and programming a robotic arm
Motor Controller Library
A Python library to control and interface with various motor systems on Raspberry Pi boards.
Consensus controller
Multi-agent consensus control in Robotarium platform using various rendezvous and bearing-only algorithms.
Robot simulation library
A collection of MATLAB codes for simulating and controlling robots, focusing on planning, dynamics, and control
Robotic Arm Simulator
An open-source project that models and controls a 4-degree-of-freedom robotic arm using MATLAB